The phrase "a given classification of" is correct and usable in written English.
It can be used when referring to a specific category or type that has been established or defined in a particular context.
Example: "In the study, we examined a given classification of species to understand their ecological roles."
Alternatives: "a specific classification of" or "a particular classification of".
This validation scheme estimates the accuracy of a given classification model by inducing the same number of classifiers as the dataset is comprised of.
Wrapper approaches use a given classification algorithm for the evaluation of a specific subset of features by training and testing it with cross-validation.
The central difficulty of using the Equal Protection Clause in partisan gerrymandering cases is that equal protection analysis relies on evaluating the permissibility of a given classification; unlike racial classifications, the Court does not generally view political classifications as per se impermissible.
When a given classification algorithm produced posterior probabilities of mutation status, we assigned each variant's mutation status according to the higher posterior probability (Weka's default behavior).
Because the system starts with an approximate domain theory, fewer training examples are generally required to attain a given level of classification accuracy compared to a purely empirical learning system.
A typology is derived from the analysis of several elements that are considered simultaneously in order to arrive at a given type of classification [ 25].
Men and women fight in different competitions, and fighters are given a classification of either A or B, the latter being for the greater impairment.
Consequently, we do not want to find the exactly matching concept to a given category of the classification system (which is practically not possible), but find those concepts from which the category can be composed.
Impaired glucose homeostasis (IFG, IGT and diabetes) was defined according to WHO criteria after a 75 g OGTT [13] giving a classification of normal glucose tolerance (NGT; n = 5302), impaired fasting glycemia (IFG; n = 540), impaired glucose tolerance (IGT; n = 830) or screen-detected untreated T2D (SDU DM; n = 294).
The aim of this paper was to try to distinguish among all the possible configurations obtained by different choices of parameters, one those which have a characteristic in order to try to give a classification of these solutions.
